국립부경대학교 | Data-driven thermofluids lab
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Publication

(members in our lab are highlighted in bold. † denotes the corresponding author(s))


2024

S. Y. Oh, K. S. Jungand C. S. Yoo, "A parametric study of ignition characteristics of non-premixed hydrogen/air in a mixing layer with a rolled-up vortex", In preparation

K. S. Jung, C. E. Lacey, H. Babaee and J. H. Chen "On-the-fly Reduced order modeling for mitigating stiffness in turbulent combustion", Submitted

K. S. Jung, T. Echekki, J. H. Chen and M. Khalil "Transfer learning for predicting source terms of principal component transport in chemically reactive flow", Accepted, Data-Centric Engineering


Publication list (before PKNU)

 

M. Savarese, K. S. Jung, H. Dave, J. H. Chen and A. Parente "A new index for the comparative evaluation of combustion local low-dimensional manifolds", Combustion and Flame 265 (2024) 113434

W. T. Chung et al. Turbulence in focus: Benchmarking scaling behavior of 3d volumetric super-resolution with blastnet 2.0 data, Advances in Neural Information Processing Systems 36

K. S. Jung, B. Soriano, J.H. Chen and M. Khalil “A Hessian-based transfer learning approach for artificial neural networks based chemical kinetics with a sparse dataset”, Proceedings of the Combustion Institute 42 (2024) 105390

K. S. Jung, A. Kumar, T. Echekki and J.H. Chen “On the applications of principal component transport in homogeneous charge compression ignition conditions”, Combustion and Flame 260 (2024) pp. 113204

W.T. ChungK. S. Jung, J.H. Chen and M. Ihme “BLASTNet: A call for communityinvolved?big data in combustion machine learning”, Applications in Energy and Combustion Science 12 (2022), pp. 100087

D.N. Nguyen, K. S. Jung, J.W. Shim and C.S. Yoo “Real-fluid thermophysicalModels: An OpenFOAM-based library for reacting flow simulations at high pressure”, Computer Physics Communications 273 (2022), pp. 108264 (co-first).

K. S. Jung, S. H. Kwon, S. H. Chung, J. Park, C. S. Yoo "Flame edge dynamics in counterflow nonpremixed flames of CH4/He versus air at low strain rates: An experimental and numerical study", Combustion and Flame, 235 (2022), pp. 111718.

K. S. Jung, S. O. Kim, T. Lu, J. H. Chen and C. S. Yoo "On the flame stabilization of turbulent lifted hydrogen jet flames in heated coflows near the autoignition limit: A comparative DNS study", Combustion and Flame 233 (2021), pp. 111584.

K. S. Jung, H. S. Bak, D. N. Nguyen, B. J. Lee and C. S. Yoo “NOX emission characteristics of CH4 versus O2/CO2 counterflow non-premixed flames at elevated pressures up to 300 atm”, Fuel 299 (2021), 120411

K. Y. Shin, M. Kang, M. K. Kim, K. Kang, K. S. Jung, C. S. Yoo, and S. H. Lee, "Large area organic thin film coating using a micro multi-nozzle jet head with side suction channels", International Journal of Precision Engineering and Manufacturing-Green Technology, 8 (2021), pp. 829-840.

K. S. Jung, S. O. Kim, S. H. Chung and C. S. Yoo "On the flame structure and stabilization characteristics of autoignited laminar lifted n-heptane jet flames in heated coflow air", Combustion and Flame 223 (2021), pp. 307-319.

S. Oh, K. H. Van, K. S. Jung, C. S. Yoo, M. S. Cha, S. H. Chung and J. Park "On the characteristics of oscillating lifted flames in nonpremixed laminar coflow jets: An experimental and numerical study", Proceedings of the Combustion Institute 38 (2021), pp. 2049-2056.

K. S. Jung, B. R. Jung, S. H. Kang, S. H. Chung, and C. S. Yoo "A numerical study of pyrolysis effect on autoignited laminar lifted dimethyl ether jet flames in heated coflow air", Combustion and Flame 209 (2019), pp. 225-238.

K. Van, K. S. Jung, C. S. Yoo, S. Oh, B .J. Lee, M. S. Cha, S. H. Chung and J. Park "Decreasing liftoff height behavior in diluted laminar lifted methane jet flames", Proceedings of the Combustion Institute 37 (2018), pp. 2407-2415.

K. S. Jung, S. O. Kim, T. F. Lu, S. H. Chung, B. J. Lee and C. S. Yoo "Differential diffusion effect on the stabilization characteristics of autoignited laminar lifted methane/hydrogen jet flames in heated coflow air", Combustion and Flame 188 (2018), pp. 305-319 (co-first)